{"id":702,"date":"2026-10-20T09:27:27","date_gmt":"2026-10-20T01:27:27","guid":{"rendered":"https:\/\/www.erwa.cn\/?p=702"},"modified":"2026-10-20T09:27:29","modified_gmt":"2026-10-20T01:27:29","slug":"signoz%e5%92%8c%e6%97%a5%e5%bf%97%e7%b3%bb%e7%bb%9f-elk%e7%9a%84%e5%8c%ba%e5%88%ab%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.erwa.cn\/index.php\/2026\/10\/20\/signoz%e5%92%8c%e6%97%a5%e5%bf%97%e7%b3%bb%e7%bb%9f-elk%e7%9a%84%e5%8c%ba%e5%88%ab%ef%bc%9f\/","title":{"rendered":"signoz\u548c\u65e5\u5fd7\u7cfb\u7edf elk\u7684\u533a\u522b\uff1f"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">SigNoz vs ELK\uff08Elastic Stack\uff09\uff0c\u7ed3\u5408\u4f60 <strong>C# \u4e0a\u4f4d\u673a + PLC \u91c7\u96c6<\/strong> \u7684\u573a\u666f<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u53e5\u8bdd\u6982\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>ELK\uff1a\u4ee5\u65e5\u5fd7\u5168\u6587\u68c0\u7d22\u4e3a\u6838\u5fc3\u7684\u65e5\u5fd7\u6808<\/strong>\uff08ES \u5012\u6392\u7d22\u5f15\uff0c\u64c5\u957f\u5168\u6587\u641c\u62a5\u9519\u6587\u672c\uff09\uff0c\u6307\u6807\u3001\u94fe\u8def\u8ffd\u8e2a\u662f\u9644\u52a0\u80fd\u529b\uff0c\u591a\u7ec4\u4ef6\u62fc\u51d1<\/li>\n\n\n\n<li><strong>SigNoz\uff1aOTel \u539f\u751f\u4e00\u4f53\u5316\u53ef\u89c2\u6d4b\u5e73\u53f0<\/strong>\uff0c<strong>\u65e5\u5fd7\u3001\u6307\u6807\u3001\u94fe\u8def Trace \u5168\u90e8\u5b58\u5728 ClickHouse<\/strong>\uff0c\u4e09\u8005\u5929\u7136\u5173\u8054\uff1b\u4e3b\u6253\u7aef\u5230\u7aef\u6545\u969c\u6839\u56e0\u5206\u6790\uff0c\u805a\u5408\u7edf\u8ba1\u66f4\u5feb\u3001\u5b58\u50a8\u538b\u7f29\u66f4\u597dSigNoz<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001\u6838\u5fc3\u67b6\u6784\u5dee\u5f02<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">ELK\uff08Elasticsearch+Logstash+Kibana\/Filebeat\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b58\u50a8\uff1a<strong>Elasticsearch\uff08Lucene \u5012\u6392\u7d22\u5f15\uff09<\/strong>\uff0c\u6bcf\u6761\u65e5\u5fd7\u5168\u5b57\u6bb5\u5efa\u7d22\u5f15\uff0c<strong>\u5168\u6587\u641c\u7d22\u5f3a\uff0c\u4f46\u8d44\u6e90\u5f00\u9500\u5de8\u5927<\/strong>\uff08JVM \u5403\u5185\u5b58\uff09SigNoz<\/li>\n\n\n\n<li>\u91c7\u96c6\uff1aFilebeat\/Logstash\uff0c\u4f20\u7edf\u65e5\u5fd7\u91c7\u96c6\uff0c\u6587\u4ef6\u3001syslog \u7b49\uff1b\u4e5f\u652f\u6301 OTel\uff0c\u4f46\u4e0d\u662f\u539f\u751f\u8bbe\u8ba1<\/li>\n\n\n\n<li>\u4e09\u5927\u4fe1\u53f7\uff1a<strong>\u65e5\u5fd7\u662f\u4e3b\u4e1a<\/strong>\uff1b\u6307\u6807\u3001\u94fe\u8def\u8ffd\u8e2a\u662f ES \u7684\u9644\u52a0\u6a21\u5757\uff08Elastic APM\uff09\uff0c\u4e09\u8005\u867d\u7136\u90fd\u8fdb ES\uff0c\u4f46\u5e95\u5c42\u8bbe\u8ba1\u662f\u4e3a\u641c\u7d22\uff0c\u4e0d\u662f\u65f6\u5e8f\u805a\u5408<\/li>\n\n\n\n<li>\u7ec4\u4ef6\uff1a\u591a\u7ec4\u4ef6\uff0c\u72ec\u7acb\u90e8\u7f72\uff0c\u96c6\u7fa4\u8981\u7ba1\u7406\u5206\u7247\u3001\u526f\u672c\u3001\u7d22\u5f15\u751f\u547d\u5468\u671f\uff0c\u7ef4\u62a4\u6210\u672c\u9ad8\uff0c\u751f\u4ea7\u96c6\u7fa4\u5f88\u5403\u5185\u5b58 CPU<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">SigNoz<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5b58\u50a8\uff1a<strong>ClickHouse \u5217\u5f0f\u6570\u636e\u5e93<\/strong>\uff0c\u65e5\u5fd7\u3001metrics\u3001trace \u5168\u90e8\u4e00\u5f20\u4f53\u7cfb\u5b58\u50a8\uff0c<strong>\u5929\u751f\u9002\u5408\u65f6\u5e8f\u805a\u5408\u3001\u5206\u7ec4\u7edf\u8ba1<\/strong>\uff0c\u538b\u7f29\u7387\u8fdc\u9ad8\u4e8e ES\uff0c\u540c\u6837\u6570\u636e\u5360\u7528\u78c1\u76d8\u5927\u7ea6\u662f ELK \u4e00\u534a\uff0c\u805a\u5408\u67e5\u8be2\u901f\u5ea6\u5b98\u65b9\u6d4b\u8bd5\u5feb\u5341\u51e0\u500dSigNoz<\/li>\n\n\n\n<li>\u91c7\u96c6\uff1a<strong>\u539f\u751f OpenTelemetry OTLP<\/strong>\uff0cC# \u57cb\u70b9\u76f4\u63a5\u4e0a\u62a5\u65e5\u5fd7\u3001\u6307\u6807\u3001Trace\uff1b\u5185\u7f6e OTel Collector \u63a5\u6536\u6570\u636e<\/li>\n\n\n\n<li>\u4e09\u5927\u4fe1\u53f7\uff1a<strong>\u539f\u751f\u4e00\u4f53\u5316<\/strong>\uff0c\u754c\u9762\u53ef\u4ee5\u76f4\u63a5\uff1a\u6307\u6807\u5c16\u5cf0 \u2192 \u70b9\u8fdb\u53bb\u770b\u5bf9\u5e94 Trace \u2192 \u70b9\u5f00 Span \u76f4\u63a5\u770b\u5230\u5173\u8054\u65e5\u5fd7\uff0c\u4e0d\u7528\u624b\u52a8\u7528 TraceID \u8de8\u7cfb\u7edf\u5173\u8054\uff0c\u8fd9\u662f\u5bf9\u4f60\u8fd9\u79cd\u5076\u53d1 PLC \u8d85\u65f6\u95ee\u9898\u6700\u5927\u4f18\u52bfSigNoz<\/li>\n\n\n\n<li>\u7ec4\u4ef6\uff1aDocker Compose \u4e00\u952e\u62c9\u8d77\u6574\u5957\uff0c\u5355\u673a\u8d77\u6b65\u95e8\u69db\u4f4e\uff1bClickHouse \u662f C++ \u5199\u7684\uff0c\u6ca1\u6709 JVM \u5806\u5185\u5b58\u5669\u68a6<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u5173\u952e\u80fd\u529b\u5bf9\u6bd4\uff08\u5de5\u63a7\u4e0a\u4f4d\u673a\u573a\u666f\u91cd\u70b9\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u683c<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u5bf9\u6bd4\u9879<\/th><th>ELK<\/th><th>SigNoz<\/th><\/tr><\/thead><tbody><tr><td><strong>\u5f3a\u9879<\/strong><\/td><td><strong>\u5168\u6587\u68c0\u7d22<\/strong>\uff1a\u4f60\u60f3\u641c\u65e5\u5fd7\u91cc\u4e00\u6bb5\u62a5\u9519\u539f\u6587\u3001\u5f02\u5e38\u62a5\u6587\uff0c\u5173\u952e\u8bcd\u68c0\u7d22\u975e\u5e38\u5f3a\uff1b\u63d2\u4ef6\u751f\u6001\u6781\u4e30\u5bcc\uff0c\u5404\u79cd\u65e5\u5fd7\u89e3\u6790\u89c4\u5219\u6210\u719fSigNoz<\/td><td><strong>\u94fe\u8def\u8ffd\u8e2a + \u6307\u6807 + \u65e5\u5fd7\u8054\u52a8<\/strong>\uff1aC# \u4e0a\u4f4d\u673a\u4e00\u6b21\u91c7\u96c6\u94fe\u8def\uff08\u8bfb PLC\u2192\u89e3\u6790\u2192\u5199 TSV\uff09\u5b8c\u6574 Trace\uff1b\u7edf\u8ba1\u91c7\u96c6\u6210\u529f\u7387\u3001\u8f6e\u8be2\u8017\u65f6\u8fd9\u7c7b\u805a\u5408\u6307\u6807\u66f4\u5feb\uff0c\u5b58\u50a8\u6210\u672c\u66f4\u4f4eSigNoz<\/td><\/tr><tr><td><strong>Trace \u94fe\u8def<\/strong><\/td><td>\u6709 Elastic APM\uff0c\u4f46\u5c5e\u4e8e\u9644\u52a0\u529f\u80fd\uff0c\u4e0d\u662f\u539f\u751f\u8bbe\u8ba1\uff0c\u8054\u52a8\u4f53\u9a8c\u5f31\u4e00\u4e9b<\/td><td>\u4e00\u7b49\u516c\u6c11\uff0cOTel \u539f\u751f\uff0c\u6392\u5076\u53d1\u8d85\u65f6\u3001\u95f4\u6b47\u6027 PLC \u901a\u8baf\u6545\u969c\u6700\u8212\u670d<\/td><\/tr><tr><td><strong>\u8d44\u6e90\u6d88\u8017<\/strong><\/td><td>\u9ad8\uff0cES \u5403\u5185\u5b58\uff0c\u751f\u4ea7\u96c6\u7fa4\u81f3\u5c11\u9884\u7559 8G + \u5185\u5b58\uff0c\u5206\u7247\u8c03\u4f18\u7e41\u7410<\/td><td>\u66f4\u4f4e\uff0c\u5355\u673a 4G \u5185\u5b58\u53ef\u8dd1\u6d4b\u8bd5\u73af\u5883\uff1bClickHouse \u538b\u7f29\u597d\uff0c\u957f\u671f\u5b58\u65e5\u5fd7\u7701\u78c1\u76d8<\/td><\/tr><tr><td><strong>\u65e5\u5fd7\u67e5\u8be2\u7279\u70b9<\/strong><\/td><td>\u9002\u5408\uff1a<code>contains \"PLC\u8bfb\u53d6\u8d85\u65f6\"<\/code> \u5168\u6587\u68c0\u7d22\uff1b\u4e0d\u9002\u5408\u5927\u91cf group by\u3001\u6309\u8bbe\u5907 \/ \u4ea7\u7ebf\u505a\u7edf\u8ba1\u805a\u5408<\/td><td>\u9002\u5408\uff1a\u6309\u8bbe\u5907\u3001\u4ea7\u7ebf\u5206\u7ec4\u7edf\u8ba1\u9519\u8bef\u6b21\u6570\u3001\u5e73\u5747\u91c7\u96c6\u8017\u65f6\uff1b\u5168\u6587\u68c0\u7d22\u80fd\u529b\u5f31\u4e8e ES<\/td><\/tr><tr><td><strong>\u4e0a\u624b &amp; \u7ef4\u62a4<\/strong><\/td><td>\u7ec4\u4ef6\u591a\uff0c\u8c03\u4f18\u95e8\u69db\u9ad8\uff1a\u5206\u7247\u3001\u7d22\u5f15\u751f\u547d\u5468\u671f\u3001JVM \u5806\u3001\u8111\u88c2\u95ee\u9898<\/td><td>\u5bb9\u5668\u4e00\u952e\u90e8\u7f72\uff1b\u53ea\u7ef4\u62a4\u4e00\u5957\u5e73\u53f0\uff0c\u7edf\u4e00\u7ba1\u7406\u65e5\u5fd7 \/ \u6307\u6807 \/trace<\/td><\/tr><tr><td><strong>\u9002\u5408\u4f60\u7684\u573a\u666f<\/strong><\/td><td>\u4f60\u9700\u8981<strong>\u5927\u91cf\u68c0\u7d22\u539f\u59cb\u65e5\u5fd7\u6587\u672c<\/strong>\uff0c\u6bd4\u5982\u641c\u7d22\u4e0a\u4f4d\u673a\u6253\u5370\u7684\u539f\u59cb\u62a5\u6587\u3001\u9519\u8bef\u5806\u6808\u6587\u672c<\/td><td>\u4f60\u9700\u8981<strong>\u6392\u67e5\u4e0a\u4f4d\u673a\u91c7\u96c6\u94fe\u8def\u7a33\u5b9a\u6027<\/strong>\uff1aPLC \u901a\u8baf\u8017\u65f6\u3001\u8d85\u65f6\u9519\u8bef\u7387\u3001\u94fe\u8def\u5b9a\u4f4d\uff0c\u540c\u65f6\u4fdd\u5b58\u7ed3\u6784\u5316\u65e5\u5fd7\u3001\u7a0b\u5e8f\u6307\u6807<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u5bf9\u4f60\u7684 PLC+C# \u4e0a\u4f4d\u673a\u573a\u666f\u600e\u4e48\u9009<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 \u4f18\u5148\u9009 SigNoz\uff0c\u5982\u679c\u4f60\u7684\u75db\u70b9\u662f\uff1a<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4e0a\u4f4d\u673a Windows \u670d\u52a1\u5076\u53d1\u4e0d\u7a33\u5b9a\u3001PLC \u5076\u5c14\u8d85\u65f6 \/ \u65ad\u7ebf\uff0c<strong>\u60f3\u5b9a\u4f4d\u5230\u5e95\u54ea\u4e00\u6b65\u6162\uff08\u7f51\u7edc\uff1f\u89e3\u6790\uff1f\u5199\u6587\u4ef6\uff1f\uff09<\/strong><\/li>\n\n\n\n<li>\u9700\u8981\u540c\u65f6\u770b\uff1a\u91c7\u96c6\u6027\u80fd\u6307\u6807\uff08\u8f6e\u8be2\u8017\u65f6\u3001\u9519\u8bef\u8ba1\u6570\uff09+ Trace \u8c03\u7528\u94fe + \u5bf9\u5e94\u65f6\u95f4\u70b9\u7684\u9519\u8bef\u65e5\u5fd7\uff0c\u4e09\u8005\u8054\u52a8\u6392\u67e5<\/li>\n\n\n\n<li>\u4e0d\u60f3\u7ef4\u62a4\u7b28\u91cd\u7684 ES \u96c6\u7fa4\uff0c\u5e0c\u671b\u5355\u5957\u5e73\u53f0\u641e\u5b9a\u53ef\u89c2\u6d4b\uff0c\u65e5\u5fd7\u4ee5\u7ed3\u6784\u5316 JSON \u4e3a\u4e3b\uff0c<strong>\u5168\u6587\u539f\u59cb\u62a5\u6587\u68c0\u7d22\u9700\u6c42\u4e0d\u591a<\/strong><\/li>\n<\/ol>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">\u5efa\u8bae\uff1aC# \u7528 OpenTelemetry \u57cb\u70b9\u4e0a\u62a5 Trace\u3001\u7ed3\u6784\u5316\u65e5\u5fd7\u3001\u91c7\u96c6\u6307\u6807\uff1b\u539f\u59cb PLC \u62a5\u6587\u3001TSV \u6587\u4ef6\u7ee7\u7eed\u672c\u5730\u78c1\u76d8\u4fdd\u5b58\uff0c\u4e0d\u8fdb SigNoz\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">\u2705 \u4f18\u5148\u9009 ELK\uff0c\u5982\u679c\u4f60\u7684\u75db\u70b9\u662f\uff1a<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4e0a\u4f4d\u673a\u65e5\u5fd7\u91cc\u6709\u5927\u91cf\u975e\u7ed3\u6784\u5316\u6587\u672c\u3001\u539f\u59cb\u62a5\u6587\uff0c<strong>\u7ecf\u5e38\u6309\u5173\u952e\u8bcd\u641c\u7d22\u62a5\u9519\u539f\u6587<\/strong>\uff08\u6bd4\u5982\u641c\u4e09\u83f1 MC \u534f\u8bae\u8fd4\u56de\u7684\u539f\u59cb\u5f02\u5e38\u5b57\u7b26\u4e32\uff09<\/li>\n\n\n\n<li>\u4e3b\u8981\u9700\u6c42\u5c31\u662f<strong>\u65e5\u5fd7\u96c6\u4e2d\u68c0\u7d22<\/strong>\uff0c\u94fe\u8def\u8ffd\u8e2a\u4e0d\u662f\u521a\u9700\uff1b\u56e2\u961f\u719f\u6089 ES\/Kibana\uff0c\u613f\u610f\u6295\u5165\u7cbe\u529b\u7ef4\u62a4 ES \u96c6\u7fa4<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u8865\u5145\u5c40\u9650<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>ELK\uff1aES \u5012\u6392\u7d22\u5f15\uff0c\u5199\u5165\u65f6\u5168\u5b57\u6bb5\u7d22\u5f15\uff0c<strong>\u65e5\u5fd7\u91cf\u5927\u4e4b\u540e\u78c1\u76d8\u3001\u5185\u5b58\u5f00\u9500\u98d9\u5347<\/strong>\uff1b\u5982\u679c\u6bcf\u5929 GB \u7ea7\u4e0a\u4f4d\u673a\u65e5\u5fd7\uff0c\u957f\u671f\u6210\u672c\u538b\u529b\u5927\u3002<\/li>\n\n\n\n<li>SigNoz\uff1a<strong>\u5168\u6587\u6a21\u7cca\u641c\u7d22\u5f31\u4e8e ES<\/strong>\uff0c\u5982\u679c\u4f60\u7ecf\u5e38\u8981\u5728\u6d77\u91cf\u65e5\u5fd7\u91cc\u641c\u4e00\u6bb5\u4e0d\u786e\u5b9a\u7684\u539f\u59cb\u62a5\u6587\u6587\u672c\uff0c\u4f53\u9a8c\u4e0d\u5982 ELK\uff1b\u5b83\u66f4\u9002\u5408\u7ed3\u6784\u5316\u5b57\u6bb5\u8fc7\u6ee4\uff08<code>deviceId=PLC01 &amp;&amp; level=Error<\/code>\uff09\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u53ef\u9009\u7ec4\u5408\u65b9\u6848\uff08\u6298\u4e2d\uff09<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u65b9\u6848 A\uff1a<strong>SigNoz<\/strong> \u5b58\u4e0a\u4f4d\u673a\u7ed3\u6784\u5316\u65e5\u5fd7\u3001\u91c7\u96c6\u6307\u6807\u3001Trace\uff08\u7528\u4e8e\u7a0b\u5e8f\u7a33\u5b9a\u6027\u6392\u969c\uff09\uff1b\u539f\u59cb\u62a5\u6587\u6587\u672c\u65e5\u5fd7\u4e0d\u5165\u5e93\uff0c\u672c\u5730\u5f52\u6863 TSV\u3002<\/li>\n\n\n\n<li>\u65b9\u6848 B\uff1a<strong>ELK<\/strong> 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